{"id":"W4385592970","doi":"10.59962/9780774837705-fm","title":"Front Matter","year":2018,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006351206,0.0001277899,0.0005372015,0.00004643195,0.0004184323,0.000258259,0.0004911268,0.000280554,0.4608188],"category_scores_gemma":[0.000002878908,0.0002723218,0.0003001023,0.000004473055,0.001356499,0.00007021045,0.0002637606,0.0002673144,0.007778736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003379771,"about_ca_system_score_gemma":0.00006161459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5057309,"about_ca_topic_score_gemma":0.7332854,"domain_scores_codex":[0.998874,0.00008690328,0.0001917565,0.0004009589,0.0001841882,0.0002621992],"domain_scores_gemma":[0.9990566,0.00003473558,0.0002397389,0.0003038613,0.000275293,0.00008976577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001474888,0.00005356962,0.000006150317,0.0001312555,0.000317866,0.00004394264,0.00221141,3.359347e-7,0.00000120745,0.0001102503,0.9948033,0.002305981],"study_design_scores_gemma":[0.0003088831,0.0000604729,0.00009513744,0.0002044918,0.0003363558,0.000004602314,0.0003338458,0.000005804411,0.00000123747,0.00008989803,0.9982694,0.0002898698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005215554,0.0002127201,0.00002083684,0.00001644601,0.001371953,0.0002022422,0.001886521,0.00002712601,0.9910466],"genre_scores_gemma":[0.004282388,0.00005411738,0.00004463479,0.000343784,0.0007771822,9.621696e-7,0.0001599769,0.00002114218,0.9943158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.45304,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988261841608959,"score_gpt":0.1790629856173964,"score_spread":0.1591803672013068,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}